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Process Intelligence 
In Dynamic Processes 
– Challenge Accepted – 
Nico Herzberg 
Stuttgart 
September 23rd, 2014 
Event-Processing in BPM
“A toolkit of techniques and methods that aim to 
provide actionable information based on process 
execution data, structured data and context data for 
intelligent process monitoring, analysis, and 
optimization to manage process execution quality and 
to support decision making.” 
Process Intelligence In Dynamic Processes 2
Process 
Execution 
Control-flow 
driven 
Complex Event 
Event 
driven 
Data 
driven 
Unexpected Events 
Rule 
driven 
Process Mining 
Production Case 
Management 
BPMN 
Adaptive Case 
Management 
CMMN 
DMN 
Processing 
Declarative Processes 
Business Rules 
Business Artifacts Compliance Rules 
Declare 
EPC 
Esper 
Process Intelligence In Dynamic Processes 3
Transparency & Traceability 
Analysis for effective and efficient 
improvements 
Fast Adoption for flexibility and dynamics 
Process Intelligence In Dynamic Processes 4
• Logistics 
• Healthcare 
• Industry 4.0 
Process Intelligence In Dynamic Processes 5
Process Model 
Process Event 
Monitoring Point 
PEMPA PEMPC 
Process 
Event Type 
PEMPB 
PET1 PET3 
Technical defect 
occured 
PET2 PET4 
PEMPF 
PET5 
PEMPD PEMPE 
Normalized 
Event Type 
NETShip NETWare NETTruck NETDriver NETDef NETDel 
Event 
Sources 
Ship arrived 
Store 
Container 
Cooled 
Store 
Container 
Uncooled 
Truck 
available 
Load 
Container 
onto Truck 
Transport 
Container 
Reload 
Container 
to other 
Truck 
Unload 
Truck 
Container needs to 
be cooled 
Node Life Cycle 
e t e b t e b t e t e t e b t 
Process Intelligence In Dynamic Processes 6
Evaluation of Living Liver Donor 
3 
Draw blood for lab 
tests and perform 
physical exam. 
Perform 
psychological 
evaluation 
Initial examination 
performed 
Med/Tech investigations 
0 0 0 0 
Perform abdominal 
ultrasound 
Perform ECG 
2 
0 1 0 
Perform 
transthoracic 
echocardiography 
Perform LiMax-Test 
Perform lung 
function test 
Perform CT Perform MRI 
Status for 
MRCP met 
Med. history + 
CVRF necessitate 
Further Results available 
02:18 
01:25 
00:21 01:43 02:04 01:54 
02:46 00:47 00:00 
Process Intelligence In Dynamic Processes 7
Process Intelligence In Dynamic Processes 8
Process Intelligence In Dynamic Processes 9
Process Intelligence In Dynamic Processes 10
Process Intelligence In Dynamic Processes 11
Process Intelligence In Dynamic Processes 12
Process Intelligence In Dynamic Processes 13
Process Intelligence In Dynamic Processes 14
Das Werk denkt mit ... 
Prozesse 
Ereignisse 
Process Intelligence In Dynamic Processes 15
Process Intelligence In Dynamic Processes 16
Process Intelligence In Dynamic Processes 17
Process Intelligence In Dynamic Processes 18
• Dependent on run time situation 
– Adopted process models 
– Events 
– Data 
– Timely depended rules 
Process Intelligence In Dynamic Processes 19
“We are on the way to provide process intelligence for 
dynamic processes, but there are still some miles 
to go” 
Process Intelligence In Dynamic Processes 20

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Process Intelligence In Dynamic Processes – Challenge Accepted

  • 1. Process Intelligence In Dynamic Processes – Challenge Accepted – Nico Herzberg Stuttgart September 23rd, 2014 Event-Processing in BPM
  • 2. “A toolkit of techniques and methods that aim to provide actionable information based on process execution data, structured data and context data for intelligent process monitoring, analysis, and optimization to manage process execution quality and to support decision making.” Process Intelligence In Dynamic Processes 2
  • 3. Process Execution Control-flow driven Complex Event Event driven Data driven Unexpected Events Rule driven Process Mining Production Case Management BPMN Adaptive Case Management CMMN DMN Processing Declarative Processes Business Rules Business Artifacts Compliance Rules Declare EPC Esper Process Intelligence In Dynamic Processes 3
  • 4. Transparency & Traceability Analysis for effective and efficient improvements Fast Adoption for flexibility and dynamics Process Intelligence In Dynamic Processes 4
  • 5. • Logistics • Healthcare • Industry 4.0 Process Intelligence In Dynamic Processes 5
  • 6. Process Model Process Event Monitoring Point PEMPA PEMPC Process Event Type PEMPB PET1 PET3 Technical defect occured PET2 PET4 PEMPF PET5 PEMPD PEMPE Normalized Event Type NETShip NETWare NETTruck NETDriver NETDef NETDel Event Sources Ship arrived Store Container Cooled Store Container Uncooled Truck available Load Container onto Truck Transport Container Reload Container to other Truck Unload Truck Container needs to be cooled Node Life Cycle e t e b t e b t e t e t e b t Process Intelligence In Dynamic Processes 6
  • 7. Evaluation of Living Liver Donor 3 Draw blood for lab tests and perform physical exam. Perform psychological evaluation Initial examination performed Med/Tech investigations 0 0 0 0 Perform abdominal ultrasound Perform ECG 2 0 1 0 Perform transthoracic echocardiography Perform LiMax-Test Perform lung function test Perform CT Perform MRI Status for MRCP met Med. history + CVRF necessitate Further Results available 02:18 01:25 00:21 01:43 02:04 01:54 02:46 00:47 00:00 Process Intelligence In Dynamic Processes 7
  • 8. Process Intelligence In Dynamic Processes 8
  • 9. Process Intelligence In Dynamic Processes 9
  • 10. Process Intelligence In Dynamic Processes 10
  • 11. Process Intelligence In Dynamic Processes 11
  • 12. Process Intelligence In Dynamic Processes 12
  • 13. Process Intelligence In Dynamic Processes 13
  • 14. Process Intelligence In Dynamic Processes 14
  • 15. Das Werk denkt mit ... Prozesse Ereignisse Process Intelligence In Dynamic Processes 15
  • 16. Process Intelligence In Dynamic Processes 16
  • 17. Process Intelligence In Dynamic Processes 17
  • 18. Process Intelligence In Dynamic Processes 18
  • 19. • Dependent on run time situation – Adopted process models – Events – Data – Timely depended rules Process Intelligence In Dynamic Processes 19
  • 20. “We are on the way to provide process intelligence for dynamic processes, but there are still some miles to go” Process Intelligence In Dynamic Processes 20

Editor's Notes

  1. Workshop: Dynamik und Compliance in IT-gestützten Geschäftsprozessen
  2. Process Execution – IT AND Non-IT-related
  3. Sustainability
  4. Compliance at design time wideley solved